Principal Machine Learning Engineer, Evaluation

Autodesk

Toronto, Ontario, Canada
Base: $153,000 - $224,400 cad; bonus/equity: annua...
Hybrid
4+ years ml model evaluation experience
Python programming and data pipelines
Cloud workflows (aws or azure)
This role focuses on evaluating ML models for CAD and BIM to ensure high standards for quality, reliability, and customer impact across Autodesk products

Job Summary

  • This role focuses on evaluating ML models for CAD and BIM to ensure high standards for quality, reliability, and customer impact across Autodesk products.
  • You will design evaluation datasets, metrics, and protocols that reflect real user workflows to guide release readiness and continuous improvement in production.
  • The position offers a competitive starting base salary between $153,000 and $224,400 for Canada-based roles, along with annual cash bonuses and stock grants.

Matching Summary

This role focuses on evaluating ML models for CAD and BIM to ensure high standards for quality, reliability, and customer impact across Autodesk products.

Salary

Base: $153,000 - $224,400 CAD; Bonus/Equity: Annual cash bonuses and stock grants included; Benefits: Comprehensive benefits package provided

Skills & Requirements

Must-have

  • 4+ years ML model evaluation experience
  • Python programming and data pipelines
  • Cloud workflows (AWS or Azure)
  • Statistical analysis and metric design
  • Testable and maintainable code practices

Nice-to-have

  • Experience with Fusion, AutoCAD, or Revit
  • Knowledge of AEC workflows and design
  • Familiarity with PyTorch or Ray frameworks
  • Understanding of 2D and 3D geometry data

Key Requirements

  • BS or MS in Engineering, CS, Math, or Statistics
  • Minimum 4 years professional experience in ML evaluation
  • Strong software engineering skills for repeatable systems

Work Rights

Not specified

Tailored Resume

Cover Letter